Marta Avalos

15 papers A* 1B 1Misc 4Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2024 Misc conf
AI-Driven Emergency Patient Flow Optimization is Both an Unmissable Opportunity and a Risk of Systematizing Health Disparities - Human Bias in ED: Implications for AI-Driven Patient Flow Optimization.
FLAIRS
Dylan Russon, Marta Avalos, Ariel Guerra-Adames, Cédric Gil-Jardiné, Emmanuel Lagarde
2024 Misc conf
Detecting Human Bias in Emergency Triage Using LLMs - Literature Review, Preliminary Study, and Experimental Plan.
FLAIRS
Marta Avalos, Dalia Cohen, Dylan Russon, Melissa Davids, Oceane Doremus, Gabrielle Chenais, Eric Tellier, Cédric Gil-Jardiné, Emmanuel Lagarde
2023 Misc conf
Serious Games for Training in Patient Flow Management in Emergency Departments: State of the Art and Perspectives - Serious Games for Training ED professionals.
FLAIRS
Charlotte Blot, Katia Weickert, Arthur Payros, Marta Avalos, Cédric Gil-Jardiné
2021 Misc conf
De-identification of Emergency Medical Records in French: Survey and Comparison of State-of-the-Art Automated Systems.
FLAIRS
Loick Bourdois, Marta Avalos, Gabrielle Chenais, Frantz Thiessard, Philippe Revel, Cédric Gil-Jardiné, Emmanuel Lagarde
2020 — conf
Optimising Criteria for Manual Smear Review Following Automated Blood Count Analysis: A Machine Learning Approach.
IBICA
Marta Avalos, Hélène Touchais, Marcela Henríquez-Henríquez
2019 J jnl
Neural Language Model for Automated Classification of Electronic Medical Records at the Emergency Room. The Significant Benefit of Unsupervised Generative Pre-training.
CoRR
Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard, Eric Tellier, Marta Avalos, Emmanuel Lagarde
2018 — book
Contribution à la sélection de modèle via pénalisation Lasso en Épidémiologie. (Contribution to model selection via Lasso penalization in Epidemiology).
Marta Avalos
2018 A* conf
Representation Learning of Compositional Data.
NeurIPS
Marta Avalos, Richard Nock, Cheng Soon Ong, Julien Rouar, Ke Sun
2015 J jnl
Sparse conditional logistic regression for analyzing large-scale matched data from epidemiological studies: a simple algorithm.
BMC Bioinform.
Marta Avalos, Hélène Pouyes, Yves Grandvalet, Ludivine Orriols, Emmanuel Lagarde
2013 — conf
High-Dimensional Sparse Matched Case-Control and Case-Crossover Data: A Review of Recent Works, Description of an R Tool and an Illustration of the Use in Epidemiological Studies.
CIBB
Marta Avalos, Yves Grandvalet, Hélène Pouyes, Ludivine Orriols, Emmanuel Lagarde
2007 J jnl
Parsimonious additive models.
Comput. Stat. Data Anal.
Marta Avalos, Yves Grandvalet, Christophe Ambroise
2005 J jnl
Discrimination par modèles additifs parcimonieux.
Rev. d'Intelligence Artif.
Marta Avalos, Yves Grandvalet, Christophe Ambroise
2004 — —
Modèles additifs parcimonieux. (Parsimonious additive models).
Marta Avalos
2003 J jnl
From Deterministic to Constructivist Paradigm: An Overview of the F.S.F. Research Program.
Int. J. Comput. Sci. Sport
Philippe Hellard, Marta Avalos, André Menaut
2003 B conf
Regularization Methods for Additive Models.
IDA
Marta Avalos, Yves Grandvalet, Christophe Ambroise